Upload Date | February 22 2023 09:39 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.3.1 |
Model | iPhone14,7 |
Model ID | iPhone14,7 |
Motherboard | D27AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.24 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.56 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
793
85.0 IPS |
|
Image Classification (F16)
|
100% |
750
80.4 IPS |
|
Image Classification (I8)
|
81% |
460
49.3 IPS |
|
Image Segmentation (F32)
|
100% |
1111
6.87 IPS |
|
Image Segmentation (F16)
|
100% |
1079
6.67 IPS |
|
Image Segmentation (I8)
|
89% |
1458
9.00 IPS |
|
Pose Estimation (F32)
|
100% |
422
1.71 IPS |
|
Pose Estimation (F16)
|
100% |
413
1.67 IPS |
|
Pose Estimation (I8)
|
80% |
485
1.96 IPS |
|
Object Detection (F32)
|
100% |
1096
38.5 IPS |
|
Object Detection (F16)
|
100% |
1086
38.1 IPS |
|
Object Detection (I8)
|
52% |
775
27.2 IPS |
|
Face Detection (F32)
|
100% |
1337
15.4 IPS |
|
Face Detection (F16)
|
100% |
1307
15.0 IPS |
|
Face Detection (I8)
|
75% |
849
9.76 IPS |
|
Text Classification (F32)
|
100% |
948
375.0 IPS |
|
Text Classification (F16)
|
100% |
986
390.0 IPS |
|
Machine Translation (F32)
|
100% |
2060
317.4 IPS |
|
Machine Translation (F16)
|
100% |
2062
317.7 IPS |